Tidy multiple imputation models created with mice

Source: R/mod_tables.R

Note that the mice authors prefer to tidy mipo rather than mira objects and have now included tidy.mipo and glance.mipo into their package. The mira functions here are mostly retained for compatibility with my earlier code.

# S3 method for mira
tidy(x, conf.int = TRUE, conf.level = 0.95, ...)

Arguments

x

A mira object containing multiple models based on mice imputations.

conf.int

Logical. Should confidence intervals be returned. Defaults to true.

conf.level

Confidence level for intervals. Defaults to .95

...

extra arguments (not used)

Note

Available stats in result:

  • estimate

  • ubar

  • b

  • t

  • dfcom

  • df

  • riv

  • lambda

  • fmi

  • p.value

  • conf.low (if called with conf.int = TRUE)

  • conf.high (if called with conf.int = TRUE)